Ramesh Sampath

I am an Machine Learning Engineer with experience building and deploying Deep Learning models in TensorFlow, Keras and PyTorch. I have used AWS Cloud computing extensively in training and deploying these models

I have used RDS (Relational Data Store), S3, EMR (Elastic Map Reduce) and Elastic Bean Stalk services on AWS. I am fairly comfortable in any of these services and can find my way around other AWS services like EC2 when I need to deploy an instance.

I use Pandas to read data from databases, csv files, munge data and get in the shape required to do further analysis. I also use Pandas to do exploratory data analyis.
For the e-commerce app I built, I used Pandas to get JSON data from Shopify API, process several tens of thousand rows in memory, clean the data and do a bulk insert into a PostgreSQL database.